Scholar
Julio Silva-Rodríguez
Google Scholar ID: 1UMYgHMAAAAJ
Postdoctoral Researcher, ÉTS Montréal
Computer Vision
Machine Learning
Medical Image Analysis
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Citations & Impact
All-time
Citations
667
H-index
13
i10-index
14
Publications
20
Co-authors
6
list available
Contact
GitHub
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Publications
8 items
Semi-Supervised Few-Shot Adaptation of Vision-Language Models
2026
Cited
0
Class Adaptive Conformal Training
2026
Cited
0
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
2025
Cited
0
Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction
2025
Cited
0
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation
2025
Cited
0
Are foundation models for computer vision good conformal predictors?
arXiv.org · 2024
Cited
1
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation
arXiv.org · 2024
Cited
1
A Foundation LAnguage-Image model of the Retina (FLAIR): Encoding expert knowledge in text supervision
Medical Image Anal. · 2023
Cited
20
Resume (English only)
Academic Achievements
Paper accepted at CVPR 2025: 'Conformal Prediction for Zero-Shot Models'
Four papers accepted at MICCAI 2025 on few-shot adaptation, trustworthy transfer, and organ segmentation with medical VLMs
Two papers accepted at IPMI 2025 on medical vision-language models, one as an oral presentation
Multiple publications in Medical Image Analysis (MedIA), including FLAIR (first VLM for fundus images) and work on volumetric organ segmentation
Publications at MICCAI 2024, MICCAI-MedAGI 2023, JBHI, and CMPB
Awarded the Postdoctoral Merit Scholarship for Foreign Students (PBEEE) by FRQ in 2023
Received a 4-year FPI PhD research grant from the Spanish Government in 2019
Co-authors
6 total
Jose Dolz
Associate Professor, ETS Montreal
Ismail Ben Ayed
Professor, ETS Montreal
Adrián Colomer Granero
Researcher, Universidad Politécnica de Valencia
Rafael Molina
Professor of Computer Science, University of Granada
Co-author 5
Valery Naranjo
Universitat Politècncia de València
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